For anyone getting errors, related to `unexpected keyword gpus` or related to manual optimization, consider downgrading your version of `pytorch-lightnning` to 1.5.10. When he shows the documentation he's following it's hard to tell but it's in the top right corner. Heaven forbid he adds that to the description or in one of the many previously asked questions...
@mohammadarabzadeh1219
5 ай бұрын
it's "devices" now, change 'gpus' to "devices"
@user-nx4ts9iu5y
3 ай бұрын
Thanks very helpful!! I actually poasted a question about the same i was just checking if he replied and then you stumpled upon 🙂🙂
@NehaSharmabcs
Ай бұрын
can u share the whole working code ?
@tianbowen721
Жыл бұрын
It's my second time watching it, I"ll make sure to watch again for better understanding
@stuartallen2001
2 жыл бұрын
Wow awesome video! I like this style where you give the intuition for a project first and then go about implementing it. I hope there's more like this in the future!
@AssemblyAI
2 жыл бұрын
Awesome, thank you for the feedback! -- Patrick
@aramsargsian7182
4 ай бұрын
😂
@tiwaritejaswo
9 ай бұрын
no explanation, he's just reading the code lines aloud.
@luluw9699
5 ай бұрын
Do you even code? If you know pytorch and pytorch lightning, you could understand the code he wrote. Besides if you want in depth knowledge you can get from other videos and follow this one.
@julio11789
Жыл бұрын
Callback.on_epoch_end has been removed in v1.8. I replaced that line with on_train_epoch_end
@TheCreativeautomaton
Жыл бұрын
super clear pytorch GAN example
@TuanNguyen-su5ty
Жыл бұрын
awesome video, this video make me alignment more to GAN
@unknownhero6187
2 жыл бұрын
Thank you! As I know that dude also have a great python channel
@AssemblyAI
2 жыл бұрын
haha, yes he has :)
@patloeber
2 жыл бұрын
🤗
@saqibrajaputtv3609
8 ай бұрын
sir please do create video on diffusion which will describe model through practical using pytorch or tensorflow like this
@junjuljunjul4392
Жыл бұрын
Excellent video, but has the full notebook been posted somewhere?
@rohitray5947
9 ай бұрын
when I tried to train....an error occurred: TypeError: Trainer.__init__() got an unexpected keyword argument 'gpus'.....how to fix it?
@vineethanair-ih4dl
6 ай бұрын
i got the same error. how did you fix it
@NehalVerma-zr4mq
6 ай бұрын
I too got same error
@Mohamm-ed
2 жыл бұрын
Thanks a lot. Could you please make another tutorial about GAN for time series.
@liuwendong9223
8 ай бұрын
thanks very much
@DeepakSingh-ji3zo
Жыл бұрын
Excellent!! Can you please update the colab link. the one in the description does not contain full code.
@giannissavvas7444
10 ай бұрын
Awesome video! Which is the version of pytorch lightning you were using at that time?
@thienphanuc9939
8 ай бұрын
Thanks for a great video. However, when I run the last code I get an error. MisconfigurationException: No `configure_optimizers()` method defined. Lightning `Trainer` expects as minimum a `training_step()`, `train_dataloader()` and `configure_optimizers()` to be defined.
@Dee-my8bg
7 ай бұрын
Did you fix the error, and if you did, how?
@animationtv1908
4 ай бұрын
I have the same error as well
@zainmalik457
10 ай бұрын
how to use GAN model for Multi modal image data like RGB , Depth and infrared images ?
@gowthamiv8196
Жыл бұрын
Very Good explanation on creating GAN.Thank you, Could you please explain me how image compression can be performed using GAN?
@sergioruppel7269
Жыл бұрын
I have a question, im trying to do a GAN to generate new data but from 32x32 data, ive seen many Docs about changing the parámeters in the generator and discriminator, but My gan fails to train. How can i modify this one to fit those picture sizes? The data i'm using si the htru1 dataset with pulsar data. Or can You point me to something to read? Thanks
@shrill8239
9 ай бұрын
Isolate and test run your train function and add code to trouble shoot errors at various points during training
@vijaygill1526
10 ай бұрын
I keep getting an error "training_step() missing 1 required positional argument: 'optimizer_idx'" If I set optimizer_idx=0 or =1 then it works and I've tried upto 65 epochs, doesn't seems to change the output at all still the exact same noise image which I get before any training.
@germanogomes1097
Жыл бұрын
This tutorial is amazing. Easy steps, nice code review. Even a beginner could follow along all the steps. Still I reproduce every code twice I'm getting this error 'GAN' object has no attribute '_backward_hooks'. Could help me to solve this?
@utkarshtamrakar3873
Жыл бұрын
i can sucessfully run the code till trainer (model, dm) ...... but in last no display of maps after each epoch
@michil.1192
10 ай бұрын
same here
@bloodang6793
8 ай бұрын
in GAN class change the name of the method: "def on_epoch_end(self):" to "def on_train_epoch_end(self): self.plot_imgs()"
@mr10011994
Жыл бұрын
Hope you can see this, but I have the error right at the end: __init__() got an unexpected keyword argument 'gpus' I did everything exactly you show here and check it twice... Wondering how I can reach out to solve this
@user-vz2xh4nz9p
Жыл бұрын
parameters were changed, so you need to use this instead trainer = pl.Trainer(max_epochs=20, devices=AVAIL_GPUS, accelerator='gpu')
@ajaykumar-rv5jl
Жыл бұрын
is your code now working ?
@user-vz2xh4nz9p
Жыл бұрын
@@ajaykumar-rv5jl I could not set up environment for it, so it does not :(
@VASUDHARANIPATHEDAMIS
Жыл бұрын
@@user-vz2xh4nz9p hey now I have another error Training with multiple optimizers is only supported with manual optimization. Set `self.automatic_optimization = False`, then access your optimizers in `training_step` with `opt1, opt2, ... = self.optimizers()`. what should I do??
@shellman-ee9bh
Жыл бұрын
@@VASUDHARANIPATHEDAMIStry downgrading my pytorch lighting version to 1.6.4 pip uninstall pytorch-lightning pip install pytorch-lightning==1.6.4
@Dhru-va
Жыл бұрын
thank u
@Democracy_Manifest
Жыл бұрын
This is an excellent video but you really should update it. It's only 1 year old but the code is generating this error: TypeError: Trainer.__init__() got an unexpected keyword argument 'gpus'
@pedroserrano5479
Жыл бұрын
that's probably because the more recent versions of PytorchLighnting no longer have that parameter. To stick to the tutorial you can revert the version back to around the time this was made. So you can run: ! pip install --quiet "ipython[notebook]>=8.0.0, =1.8.1, =0.7, =1.4, =2.0.0rc0" that way you can run the code from the tutorial. You might also have to replace/remove the on_epoch_end() method
@Precision_Clips
Жыл бұрын
modify trainer like that "trainer = pl.Trainer(max_epochs=20, accelerator="auto")"
@zakenmaru8612
9 ай бұрын
I did devices in lieu of gpus and it worked.
@ericbader7998
9 ай бұрын
The GColab code only includes the classes for the generator and discriminator, it looks like the rest of the code is missing or was deleted?
@InPoeWeTrust
Жыл бұрын
I LOVE YOU
@NehaSharmabcs
Ай бұрын
can anyone share the whole working code please?
@fizzleee
10 ай бұрын
does the optimizer index solution still work with newer lightning versions? I get the following error "Training with multiple optimizers is only supported with manual optimization"
@____zero_____
9 ай бұрын
had this issue too. Just revert back to the version in the video (1.5.10) by using "pip install pytorch-lightning==1.5.10" to specify the version
@ifthikhanmohamed1681
Жыл бұрын
RuntimeError: Training with multiple optimizers is only supported with manual optimization. Set `self.automatic_optimization = False`, then access your optimizers in `training_step` with `opt1, opt2, ... = self.optimizers()`. how to fix this
@Precision_Clips
Жыл бұрын
modify your GAN class like that "class GAN(pl.LightningModule): def __init__(self, latent_dim=100, lr=0.0002): super().__init__() self.automatic_optimization = False"
Hello, I'm trying to run the training but I end up getting this error: RuntimeError: element 0 of tensors does not require grad and does not have a grad_fn Is there something I'm missing?
@victoriariosvazquez2924
Жыл бұрын
Same here. Could you solve this issue?
@enveripar8359
Жыл бұрын
How can I add custom dataset into this script
@CristinaJderiu-kn7gz
10 ай бұрын
And shame tv nee inteork kik nonoem come to eve tochb hatem y bldy scarat zgarie kil ti said shti it Interpol kil it and will all kisng atfi no kid toy oh epididymis tl y ring atfi eve toch. Interpol said curvok
@VASUDHARANIPATHEDAMIS
Жыл бұрын
Hello I have an error at the end could you help Trainer.__init__() got an unexpected keyword argument 'gpus'
@vineethanair-ih4dl
6 ай бұрын
yeah same here. did you get the solution?
Ай бұрын
What is used in the new version of Lightning is something like pl.Trainer(max_epochs=20, accelerator='auto', devices='auto')
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