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

Ай бұрын

😂

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

3 ай бұрын

it's "devices" now, change 'gpus' to "devices"

@user-nx4ts9iu5y

24 күн бұрын

Thanks very helpful!! I actually poasted a question about the same i was just checking if he replied and then you stumpled upon 🙂🙂

super clear pytorch GAN example

awesome video, this video make me alignment more to GAN

It's my second time watching it, I"ll make sure to watch again for better understanding

Thanks a lot. Could you please make another tutorial about GAN for time series.

Awesome video! Which is the version of pytorch lightning you were using at that time?

no explanation, he's just reading the code lines aloud.

@luluw9699

2 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.

Excellent video, but has the full notebook been posted somewhere?

sir please do create video on diffusion which will describe model through practical using pytorch or tensorflow like this

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

🤗

Callback.on_epoch_end has been removed in v1.8. I replaced that line with on_train_epoch_end

thanks very much

Excellent!! Can you please update the colab link. the one in the description does not contain full code.

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?

Very Good explanation on creating GAN.Thank you, Could you please explain me how image compression can be performed using GAN?

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?

thank u

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.

when I tried to train....an error occurred: TypeError: Trainer.__init__() got an unexpected keyword argument 'gpus'.....how to fix it?

@vineethanair-ih4dl

4 ай бұрын

i got the same error. how did you fix it

@NehalVerma-zr4mq

3 ай бұрын

I too got same error

how to use GAN model for Multi modal image data like RGB , Depth and infrared images ?

I LOVE YOU

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

7 ай бұрын

Isolate and test run your train function and add code to trouble shoot errors at various points during training

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_____

7 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

How can I add custom dataset into this script

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

5 ай бұрын

Did you fix the error, and if you did, how?

@animationtv1908

2 ай бұрын

I have the same error as well

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?

i can sucessfully run the code till trainer (model, dm) ...... but in last no display of maps after each epoch

@michil.1192

8 ай бұрын

same here

@bloodang6793

5 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()"

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

@cihan1403

10 ай 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"

@ifthikhanmohamed1681

10 ай бұрын

@@cihan1403 TypeError: GAN.training_step() missing 1 required positional argument: 'optimizer_idx'

@OmarKadry-jy5gs

8 ай бұрын

still the same error@@cihan1403

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

@cihan1403

10 ай бұрын

modify trainer like that "trainer = pl.Trainer(max_epochs=20, accelerator="auto")"

@zakenmaru8612

7 ай бұрын

I did devices in lieu of gpus and it worked.

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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

Hello I have an error at the end could you help Trainer.__init__() got an unexpected keyword argument 'gpus'

@vineethanair-ih4dl

4 ай бұрын

yeah same here. did you get the solution?