search

snehilchatterjee / respiratory_disease_classifier

Classification of respiratory diseases using respiratory sound
Apache License 2.0
0 stars 0 forks source link

There is no way to use the GPU. #15

Open y2695771481 opened 4 weeks ago

y2695771481 commented 4 weeks ago

I was able to run your project successfully, but I noticed that the GPU utilization was 0. However, my CUDA is available and I tried to resolve the issue but was unsuccessful. Can you help me clear up my confusion? Thank you very much!

snehilchatterjee commented 4 weeks ago

what does this part of the notebook print in your code (1st cell): image

y2695771481 commented 4 weeks ago

aa2c6e6777a542aa5ac2d972e4fe3c9 Please ask how long it takes you to complete a training (epochs=100), I successfully displayed Using cuda, but the GPU usage is still 0, the training time is very long。

snehilchatterjee commented 4 weeks ago

I don't remember exactly but I am pretty sure that I let it run over night. Moreover the reason your GPU utilization is low might have to do with the fact that models are very lightweight. During the training the CUDA was indeed working for me.

snehilchatterjee commented 4 weeks ago

Also you can use the weights I provided. You don't have to train it yourself.

snehilchatterjee commented 3 weeks ago

Hi if its working can I close this issue or is further help needed ?

y2695771481 commented 3 weeks ago

May I ask if there is a corresponding paper for this project? If so, could you please provide information or links to relevant papers?

snehilchatterjee commented 3 weeks ago

No, I made this project just for learning how to work with audio data.

snehilchatterjee commented 3 weeks ago

Are you working on a research paper ?

y2695771481 commented 3 weeks ago

I am not writing a paper at present. But I am doing learning and research in this field. In addition, I am really grateful for your patient reply.

snehilchatterjee commented 3 weeks ago

Oh yeah no worries brother. When I was working in the audio domain I referred to this youtube channel: https://youtube.com/@valeriovelardothesoundofai?feature=shared. You can check it once. It might be helpful.