error while training | AI HUB | Page 1

dull mortar May 31, 2024, 2:19 PM

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i honestly dont know what im doing wrong, file was converted

smoky radishBOT May 31, 2024, 2:19 PM

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you know who else is doing wrong , file was converted? MY MOM!

vital glade May 31, 2024, 2:41 PM

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dull mortar i honestly dont know what im doing wrong, file was converted

you need to link to a folder which has audio only, so extract that folder

dull mortar May 31, 2024, 2:41 PM

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vital glade you need to link to a folder which has audio only, so extract that folder

its only audio in that .zip folder though

vital glade May 31, 2024, 2:41 PM

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dull mortar its only audio in that .zip folder though

yea but it does need to be extracted

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so you can put the path as a folder only

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RVC stuff nails

dull mortar May 31, 2024, 2:42 PM

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very.. very confusing

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let me extract it

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ah it worked, do you mind helping me set the rest of it up?

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im braindead currently i got no sleep

vital glade May 31, 2024, 2:43 PM

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dull mortar ah it worked, do you mind helping me set the rest of it up?

sure sure, i can also link a guide for you too and then you can tell me if something goes wrong if you prefer that

dull mortar May 31, 2024, 2:43 PM

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vital glade sure sure, i can also link a guide for you too and then you can tell me if somet...

I think i tried that, i didnt really understand it at all, im pretty much almost done so it wont take long

rain brambleBOT May 31, 2024, 2:43 PM

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Ayo? @dull mortar level 3 !!! lfg

dull mortar May 31, 2024, 2:44 PM

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I managed to get here, what do i proceed with

vital glade May 31, 2024, 2:44 PM

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should be fine as is

dull mortar May 31, 2024, 2:44 PM

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I leave it?

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and then process?

vital glade May 31, 2024, 2:44 PM

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just feature extract

dull mortar May 31, 2024, 2:45 PM

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i put it on harvest

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i want it to be as best as possible

vital glade May 31, 2024, 2:45 PM

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dull mortar i put it on harvest

nah

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bad idea

dull mortar May 31, 2024, 2:45 PM

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oh how come

vital glade May 31, 2024, 2:45 PM

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rvmpe_gpu ftw

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has better quality than harvest, faster, and basically has the same positive aspects as harvest

dull mortar May 31, 2024, 2:45 PM

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I already feature extracted it but i did it again on that mode, did i mess anything ip?

dull mortar May 31, 2024, 2:46 PM

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vital glade has better quality than harvest, faster, and basically has the same positive asp...

ah, the website lied lol

vital glade May 31, 2024, 2:46 PM

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dull mortar I already feature extracted it but i did it again on that mode, did i mess anyth...

mmmm I don't think so

dull mortar May 31, 2024, 2:46 PM

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holy hell, now what

vital glade May 31, 2024, 2:46 PM

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train feature index first

dull mortar May 31, 2024, 2:46 PM

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i just click that?

vital glade May 31, 2024, 2:46 PM

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so we can see if anything screwed up

dull mortar May 31, 2024, 2:46 PM

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nothing else?

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(2900, 768),74
training
adding
成功构建索引，added_IVF74_Flat_nprobe_1_tris_v2.index

vital glade May 31, 2024, 2:47 PM

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alrighty, nothing bad happened

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now we're gonna set up the training par

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t

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save frequency, set it to 10

total epochs, keep as is

batch size depends on the size of your dataset, I'd probably go for 8 for a 10+ min dataset

Save only the latest ckpt - yes

Cache training set - no (unless you have a smaller dataset)

Save a small finished model - yes

dull mortar May 31, 2024, 2:49 PM

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alright now what

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train?

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i trained it, where do i find the model at

vital glade May 31, 2024, 2:52 PM

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dull mortar train?

yeah, train model

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now check your command prompt

dull mortar May 31, 2024, 2:53 PM

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INFO:tris:Saving model and optimizer state at epoch 20 to ./logs\tris\G_2333333.pth
INFO:tris:Saving model and optimizer state at epoch 20 to ./logs\tris\D_2333333.pth
INFO:tris:saving ckpt tris_e20:Success.
INFO:tris:====> Epoch: 20 [2024-05-31 09:50:59] | (0:00:03.510162)
INFO:tris:Training is done. The program is closed.
INFO:tris:saving final ckpt:Success.

vital glade May 31, 2024, 2:53 PM

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it should update you on how many epochs you're training it to

vital glade May 31, 2024, 2:53 PM

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dull mortar INFO:tris:Saving model and optimizer state at epoch 20 to ./logs\tris\G_2333333....

uhm

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that's

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a little bit of a low epoch count

dull mortar May 31, 2024, 2:53 PM

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i have no idea what any of it means

vital glade May 31, 2024, 2:53 PM

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nvm I screwed up and couldn't read 💀

dull mortar May 31, 2024, 2:53 PM

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like literally

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its ok we can redo it

vital glade May 31, 2024, 2:53 PM

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set total epochs to like 200, and train until then

dull mortar May 31, 2024, 2:54 PM

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this?

vital glade May 31, 2024, 2:54 PM

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your models should be in the weights folder

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yea

dull mortar May 31, 2024, 2:54 PM

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vital glade your models should be in the weights folder

vital glade May 31, 2024, 2:54 PM

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set that to 200, train again

vital glade May 31, 2024, 2:54 PM

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dull mortar

assets, weights

dull mortar May 31, 2024, 2:55 PM

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alright retraining

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whats an epoch

vital glade May 31, 2024, 2:56 PM

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training cycle. every time it trains your entire dataset it's an epoch

dull mortar May 31, 2024, 2:57 PM

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ohh so the more the better?

vital glade May 31, 2024, 2:58 PM

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dull mortar ohh so the more the better?

each and every epoch makes it closer to your dataset, but also there can be overtraining

dull mortar May 31, 2024, 2:58 PM

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I see

vital glade May 31, 2024, 2:58 PM

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though overtraining takes... a while, at least

dull mortar May 31, 2024, 2:59 PM

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yeah its at 116

vital glade May 31, 2024, 3:00 PM

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at 200 epochs you should have a decent model i suppose

dull mortar May 31, 2024, 3:01 PM

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what if it was 500

dull mortar May 31, 2024, 3:02 PM

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vital glade at 200 epochs you should have a decent model i suppose

alright its done

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not sure which one it is though 😭

vital glade May 31, 2024, 3:03 PM

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dull mortar

e - epoch
s - step

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i see you got a low step count... small dataset?

dull mortar May 31, 2024, 3:03 PM

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you would know that, i have no idea what any of this is

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like literally, i know NOTHING

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vital glade May 31, 2024, 3:03 PM

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you should know how big your dataset is though

dull mortar May 31, 2024, 3:03 PM

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it goes up to 1k

vital glade May 31, 2024, 3:03 PM

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the audios, that's what i mean

dull mortar May 31, 2024, 3:04 PM

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the audios are like 30 seconds to a minute long

dull mortar May 31, 2024, 3:05 PM

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vital glade the audios, that's what i mean

is that bad?

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do i need to shorten the audios

vital glade May 31, 2024, 3:05 PM

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dull mortar the audios are like 30 seconds to a minute long

mmm

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small, but it could work

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now you can just test the model

dull mortar May 31, 2024, 3:06 PM

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which .pth do i use

vital glade May 31, 2024, 3:06 PM

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latest one, so, 200 epoch

dull mortar May 31, 2024, 3:06 PM

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vital glade now you can just test the model

dont i also need another thing other than pth

vital glade May 31, 2024, 3:06 PM

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dull mortar dont i also need another thing other than pth

index isn't necessary but

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eh, better to have it than not have it

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it should be in the index dropdown as well

rain brambleBOT May 31, 2024, 3:07 PM

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Ayo? @dull mortar level 4 !!! lfg

dull mortar May 31, 2024, 3:07 PM

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its not

vital glade May 31, 2024, 3:10 PM

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was talking about inside the GUI, the index is inside logs/tris (aka your model's name)

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also sorry, had to delete that vid cuz bg music was prob copyrighted

dull mortar May 31, 2024, 3:11 PM

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ah sorry

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its working and its almost perfectly identical..

vital glade May 31, 2024, 3:13 PM

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damn

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that's niceee

dull mortar May 31, 2024, 3:14 PM

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almost like I can get him into legal trouble

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im kidding

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but thank you for your help

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i wouldnt struggled and got lost instantly without you lol

vital glade May 31, 2024, 3:17 PM

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dull mortar but thank you for your help

you're welcome! :)

#error while training