training time is soo much

[R13-coding]

hey everyone
.
my graphic card is rtx 3070 ti .
but when i want to train file with oneclick training...its take to much time (over 3h)...
can somebody tell me best setting for train ...and how get faster result...

[twl-surrogate]

i recommend this advice

#656 (comment)

[R13-coding]

i recommend this advice

#656 (comment)

how about other thing??other thing can help to train faster?

[R13-coding]

i recommend this advice

#656 (comment)

i set epoch on 100 and batch size on 30 but still not finish after 6 hours (every epoch take over 3 min )

[twl-surrogate]

the length of the audio is also linked to training time. more is better, but the recommended amount for a "decent" model is around 10 minutes.
training a 2 minute model on a 3060 12gb with batch size to 17 takes around 4 seconds per epoch for me

also, 6 hours isn't that long for training a machine learning model, could be alot longer

[ic1149]

make sure you are using your gpu not cpu. if you have done so then try the advices by @twl-surrogate mentioned above.

[R13-coding]

make sure you are using your gpu not cpu. if you haven done so then try the advices by @twl-surrogate mentioned above.

how can do that?

[R13-coding]

make sure you are using your gpu not cpu. if you haven done so then try the advices by @twl-surrogate mentioned above.

and what is this means "NO GPU DETECTED: falling back to CPU - this may take a while" ???

[ic1149]

Install the CUDA toolkit from Nvidia.
https://developer.nvidia.com/cuda-downloads

[R13-coding]

Install the CUDA toolkit from Nvidia. https://developer.nvidia.com/cuda-downloads

i install it but not show anything.....

[ic1149]

This is geforce experience not cuda toolkit. Install the cuda toolkit (see my last comment).
The geforce experience is for gaming optimisation and additional features (unrelated to ai) , if you want to use it just follow the instructions on screen - reboot your pc and then launch it.

[R13-coding]

This is geforce experience not cuda toolkit. Install the cuda toolkit (see my last comment). The geforce experience is for gaming optimisation and additional features (unrelated to ai) , if you want to use it just follow the instructions on screen - reboot your pc and then launch it.

I DOWNLOAD IT FROM THAT LINK U REPLY FOR ME...
and its name was cuda toolkit

[ic1149]

Please refer to this guide for detailed steps (for RTX30 series which yours is)

https://medium.com/analytics-vidhya/using-tensorflow-on-windows-10-with-nvidia-rtx-3000-series-gpus-637ab2a4b163