Hey again
Please How can I use the GPU to train the deepspeech model on my own data.
I have nvidia Geforce GTX 1070
Thx
Hey again
Please How can I use the GPU to train the deepspeech model on my own data.
I have nvidia Geforce GTX 1070
Thx
Have you read the documentation ? https://github.com/mozilla/DeepSpeech/blob/master/README.md#training-your-own-model
Have you read the links I gave you ? GitHub · Where software is built commonvoice-fr/DeepSpeech/CONTRIBUTING.md at master · common-voice/commonvoice-fr · GitHub
yeah I read the documentation and I followed every step in it :
I can run deepspeech but it is so slow and take a lot of time
Ok I will see those links
Please provide more context, than just âit is so slowâ. We canât help you if you keep on hiding everything.
Have you installed tensorflow-gpu
as documented?
yeah I installed tensorflow-gpu = 1.13.1and all the libraries mentioned in the requirements file
and when I run the training, it took about 1 hour with 1 epoch
It also depends on your dataset, as well as on some training parameters. But one hour per epoch, on a single GTX 1070 with default n_hidden=2048
seems okay.
try nvidia-smi
while deepspeech is running to see whether you are using the gpu, if instead htop
show alls cpus running, you have no gpu support
Thereâs also nvtop
available.
@yasine.nifa
Il faut sâassurer que tu disposes dâune bonne carte GPU + PC.
LâidĂ©al est une bonne station de travail.
Il est prĂ©fĂ©rable aussi dâentraĂźner sur des langues moins rĂ©pandues car les autres sont dĂ©jĂ prises en charge.
I do think that images are not a good thing, itâs not searchable etc. I also think you still not have followed the docs and installed tensorflow-gpu
as we document. So training being slower than it should.