# machine-learning
- h
hecko
08/15/2021, 5:13 PMnot very related but let it be known that i hate how well torchmoji works for speech emotionalization - a
AuraTerrorbird
08/15/2021, 5:50 PMI originally posted this in #841732367962210344, but it might also fit here. - h
hecko
08/15/2021, 6:00 PMdo you have a 9.wav file in your dataset - a
AuraTerrorbird
08/15/2021, 6:01 PMYup. - h
hecko
08/15/2021, 6:01 PMi mean your wavs folder - a
AuraTerrorbird
08/15/2021, 6:04 PMWhen I deleted the ninth take, the tenth take simply took its place in terms of "not existing". - h
hecko
08/15/2021, 6:05 PMooh i see the problem - h
hecko
08/15/2021, 6:05 PMit's
note the space9 .wav - a
AuraTerrorbird
08/15/2021, 6:06 PMI fixed it, but the tenth file had to then be fixed. Then the 11th, then the 12th. - a
AuraTerrorbird
08/15/2021, 6:09 PMIs there a way to work around this? - a
AuraTerrorbird
08/15/2021, 6:10 PMNevermind. Got it fixed! - a
AuraTerrorbird
08/15/2021, 6:14 PMThanks for the aid, BTW! - m
mega b
08/15/2021, 6:38 PMCopy code14 by default. This is how many samples at once the model is trained on. If you have one of the good GPUs, you can go up to 18 for somewhat faster training. (TODO find out what the actual optimum numbers are) - m
mega b
08/15/2021, 6:38 PMit is not dependent on what GPU you have, but instead how much ram is available - m
mega b
08/15/2021, 6:38 PM14 is for colab free users - m
mega b
08/15/2021, 6:39 PMI think about 25 is the max for colab pro users with High-RAM colab runtime enabled - h
hecko
08/15/2021, 6:39 PMoh? - h
hecko
08/15/2021, 6:39 PMi would've thought it was dependent on the amount of vram - h
hecko
08/15/2021, 6:39 PMthough i should rewrite that anyway because i believe sample length affects it too - m
mega b
08/15/2021, 6:40 PMmaybe - m
mega b
08/15/2021, 6:40 PMneeds some testing to be done - m
mega b
08/15/2021, 6:40 PMalso if you do !nvidia-smi the vram for all the gpus are the same - h
hecko
08/15/2021, 6:40 PMa - m
mega b
08/15/2021, 6:40 PMso it just uses the ram - m
mega b
08/15/2021, 6:41 PMyou can check in a cell to see how much ram is on the system - m
mega b
08/15/2021, 6:42 PMi think colab has an official way to, one moment - m
mega b
08/15/2021, 6:42 PMuse the training colab inside #841437191073955920 - h
hecko
08/15/2021, 6:43 PMthis looks like a synthesis colab - m
mega b
08/15/2021, 6:44 PMah - m
mega b
08/15/2021, 6:44 PMstill