Provide some GPUs recommandations / hints
Opened this issue · 2 comments
lissyx commented
It would be useful to help people scoping the requirements in term of GPUs to properly set expectations:
- how much VRAM required for training from scratch
- how much VRAM for transfer learning
- some ratio of GPU model / audio volume / training time
lissyx commented
Some data point on 2xRTX2080Ti 11GB VRAM
- trains from scratch flawlessly
- transfer learning
- training of ~1300h of audio data:
- batch size 64
- 1h per epoch
ftyers commented
Tesla k40m 11GB VRAM:
- Transfer learning ... for 10 hours training data approx. 20 mins per epoch
- Batch size 8