spleeter
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deezer
How much does it take to train a module using MUSEDB?
Downloaded MuseDB uncompressed version. Set 22Khz Training config (F=2048) (4stems) It is working since hours like a loop. When will it stop?
My PC specs: Intel (R) Core (TM) i5-2410M CPU @2.30Ghz RAM 12 GB Windows 11
Hi @MohammedMehdiTBER Training with a CPU instead of a GPU can be very long (more than 10x longer) and I think training such a model with a GPU still takes a few days, so you'd better use GPU for training. Also make sure that the training is actually happening: if you don't have logs showing that epochs are moving forward, you may just be stuck in an endless loop because of some bugs.
Hi @MohammedMehdiTBER Training with a CPU instead of a GPU can be very long (more than 10x longer) and I think training such a model with a GPU still takes a few days, so you'd better use GPU for training. Also make sure that the training is actually happening: if you don't have logs showing that epochs are moving forward, you may just be stuck in an endless loop because of some bugs.
I don't have GPU therefore I stopped the operation, but could you provide a 22Khz version of the pretrained models?
@MohammedMehdiTBER , in my test run without GPU, I trained on MUSDB dataset for many days, my CPU ran at 98 - 99% and it never completed. I gave up as no one is able to answer this question or offer any assistance. The alternative, is running docker(as I've been told) with images, BUT that has not been confirmed/tested that it works with Win10- Win11. So, In my view there are no solutions unless someone knows how.
@MohammedMehdiTBER did you perhaps try running this in Ubuntu Linux under WSL ?
