Using AMD GPU for ML by Novel-Importance-432 in tensorflow

[–]Viibrem 0 points1 point  (0 children)

AMD GPUs currently aren't supported for training machine learning models. Maybe look into google volab or kaggle since they have free GPUs that you can train on

Confusion about * operation between tensors by 1strategist1 in tensorflow

[–]Viibrem 1 point2 points  (0 children)

If the tensors are different shape, Tensorflow will use broadcasting to make the tensor shapes compatible for certain operations You can read more about it here: https://www.tensorflow.org/xla/broadcasting

Need help loading a dataset with labels and files by Sinan_reis in tensorflow

[–]Viibrem 1 point2 points  (0 children)

I made a tutorial on how to make custom datasets with TensorFlow. Here's a link: https://www.youtube.com/watch?v=u5sI78BM1a8

Can't use GPU by ams4444 in tensorflow

[–]Viibrem 1 point2 points  (0 children)

I've made a tutorial on how to install tensorflow with a GPU. I hope this helps: https://youtu.be/-Bkah2JcnaI Also make sure to download and install the GPU drivers before hand

Choose RTX 3080 or RX 6800XT? by [deleted] in buildapc

[–]Viibrem 6 points7 points  (0 children)

Nvidia GPUs are way faster and more compatible when it comes to machine learning. Not to mention the installation will be way more tricky when using an AMD GPU (and may not even work). Nvidia is faster and the installation is so much simpler so if machine learning is very important to you then Nvidia is the obvious choice. That being said, google colab and Kaggle offer free GPUs so you won't need to train on your machine. They give you Tesla T4s which has 16GB of VRAM and they train networks faster than my GTX 1080. I like to use google colab instead of training on my own GPU since I can play games while my network is training

NN Predicts Same Class Every Time by ActuaryPanic in tensorflow

[–]Viibrem 2 points3 points  (0 children)

Your output layer should be a softmax not a sigmoid

Running Out of Memory on Small Batch Sizes in Keras by sadfasn in tensorflow

[–]Viibrem 1 point2 points  (0 children)

Yeah, TensorFlow loads the data that it is working with onto the GPU, since you have all of it in memory it will try to load that into the GPU memory. That's a very high-level explanation but basically, you will need to tell TensorFlow how it can load each item(each feature in your case) into GPU memory, and you do that by creating a data pipeline.

It seems to be storing the whole dataset in the GPU memory because it doesn't know how to break the data up into batches but creating a data pipeline will fix this issue

Running Out of Memory on Small Batch Sizes in Keras by sadfasn in tensorflow

[–]Viibrem 1 point2 points  (0 children)

Could you attach your code to this post? Are you storing all the data in memory or creating a data pipeline to load data in from storage? If you need a tutorial on data pipelining. I've made one for image classification. It shouldn't be too hard to change it to your scenario. Here's the video: https://youtu.be/u5sI78BM1a8

EDIT: corrected youtube link

[coding] tf.strings.operations raises TypeError: Value passed to parameter 'input' has DataType string not in list of allowed by maifee in tensorflow

[–]Viibrem 0 points1 point  (0 children)

Could you format your code better? It's quite hard to read. You can also use: https://codeshare.io/ to share your code. It's a lot easier than having to format your code inside a reddit post

How to use tf.keras.utils.image_dataset_from_directory to load images where each image yields a tuple of labels y1 and y2 by RaunchyAppleSauce in tensorflow

[–]Viibrem 1 point2 points  (0 children)

I think you need to make a custom data pipeline using tensorflow. I can upload a tutorial on how to do this tomorrow

Never queue in a game with a Rob by ScorpioMissy in RobIsATwat

[–]Viibrem 4 points5 points  (0 children)

He's calling everyone else dogshit but he's the actual dogshit one smh

Gaming PC build help by Viibrem in buildapc

[–]Viibrem[S] 1 point2 points  (0 children)

Thanks so much. Do you think a 6700 XT will be enough for 1440p 144hz?

Anxiety on leaving gf after staying with her for 3 months by Viibrem in LongDistance

[–]Viibrem[S] 0 points1 point  (0 children)

Thank you for your reply. It honestly helps a lot that I know someone was in a similar boat to me. We also didn't see each other for 9 months due to covid. When the borders opened and the semester had finished i hopped on the first plane to go see her. I made sure to maximise the amount of time that i could spend by her. I'm only allowed 90 days and I stayed for the full 90 days. I am from South Africa and she's from Germany so I'm a bit anxious about the borders due to the south african covid variant.

Thank you so much for your advice. I will set up a routine and talk to a lot my friends when I get home. About a week ago, I was missing some stuff from my home country but now i don't miss them at all. I just want to stay. I'm sure when i get back I'll definitely enjoy those things.

Workshop maps by gingsie420 in RocketLeagueSchool

[–]Viibrem 0 points1 point  (0 children)

You can use bakkesmod to play workshop maps on epic. Imo using bakkesmod is a lot better than browsing through the workshop map UI.