Hello folks, I downloaded a repository used for voice cloning, and it works fine on Colab. However, when I try to run it locally, I encounter this error: runtime\python.exe extract_feature_print.py cuda:0 1 0 0 C:\Users\Rick\Desktop\RVC/logs/test11 ['extract_feature_print.py', 'cuda:0', '1', '0', '0', 'C:\Users\Rick\Desktop\RVC/logs/test11'] C:\Users\Rick\Desktop\RVC/logs/test11 load model(s) from hubert_base.pt C:\Users\Rick\Desktop\RVC\runtime\lib\site-packages\torch\cuda_init_.py:122: UserWarning: Found GPU0 NVIDIA GeForce GT 710 which is of cuda capability 3.5. PyTorch no longer supports this GPU because it is too old. The minimum cuda capability supported by this library is 3.7.

From what I understand, as a newbie in this field, my GPU is not compatible with the required compute capability of 3.7. I watched a video online that explained how to install it locally, and the person said that if you have an old graphics card, you should install the version of CUDA that supports your GPU. I checked my GPU, and it supports CUDA 11.4, but I'm still getting the same error. I also downgraded to an older version of PyTorch (1.11.0+cu113), but the error persists. Do you have any ideas on how I could solve this? I'm using Windows 10 for all of this.

 

GPU-z will tell you everything about your card. Under the Advanced tab is a dropdown for CUDA which will tell you exactly what your card supports. Unfortunately there doesn't seem to be any verified firmware updates to bring it into spec... Most likely if that app is a deal breaker in that you can't run it you'll most likely have to upgrade to higher capability hardware...

Check the chart on the wiki page for individual GPU CUDA capability ratings here; https://en.wikipedia.org/wiki/CUDA

 

Last edited: Jun 17, 2023

Thank you for the links. If the compute capability of my graphics card is 3.5 and the minimum requirement by PyTorch is 3.7 in its latest releases, then I understand why I'm facing this issue. I thought that by using an older version of PyTorch, it would work. Well, at least that's what the video's author explained, that there wouldn't be a problem with an older GPU. But you know how YouTube videos can be, and if you ask questions, they often go unanswered.

 

Yeah it does appear to me that you'll need to upgrade, i don't know where you're located but the website Mercari has been an absolute godsend for me when it comes to finding used components for incredibly cheap, i absolutely swear by that site if i'm on a tight budget (which is extremely often lmao).

 

Keep in mind that once you update a driver on a windows machine with a newer version; changing the Application back to the older version will not result in your driver or application reverting to what the old version might be looking for. You *might* be more successful using the older version of the software application by also reinstalling your older driver for the Nvidia card; should you care to tinker more. Obv a new GPU is best answer for your situation.

 

I live in Argentina, and for quite some time now, we have been experiencing constant devaluation. As a result, it is becoming increasingly difficult to acquire things. Consequently, it's impossible for me to buy a new GPU, but thanks for the information. I've been checking elsewhere, and it seems that voice cloning utilizes the GPU's RAM, which in Colab is around 12GB. Even so, it is slow in Colab. I can only imagine how long it would take if I were to use my GPU, which only has 1GB of RAM. Well, the intention of having it locally is because I have the impression that voice cloning could have a negative impact, and there might be some restrictions in Colab. I don't know, that thought came to mind because we are talking about cloning "vocal identities" in a way. So, I said to myself, 'Rick, just in case, make a copy on your PC.' But, well, it seems that it's not going to work. I've been installing all sorts of dependencies and uninstalling them for days, like Python, Librosa, PyTorch, etc. And it's also true what they mention about drivers. If I overlooked that, in fact, several times in past projects, I had blue screens due to malfunctioning drivers, and I had to uninstall everything, reinstall, and also change the paths. Anyway, I suppose I'll have to save up and buy a graphics card in the future. However, out of curiosity, if anyone knows how to make that error work, I would appreciate it