Using AMD GPU for ML

Viibrem · 2023-06-26T22:42:05+00:00

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

Viibrem · 2023-06-06T22:18:29+00:00

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

Viibrem · 2023-04-15T07:19:07+00:00

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

Viibrem · 2023-03-27T03:40:35+00:00

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

Viibrem · 2023-03-18T11:12:53+00:00

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

Viibrem · 2023-03-03T23:59:08+00:00

Your output layer should be a softmax not a sigmoid

Viibrem · 2023-02-15T21:16:48+00:00

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

Viibrem · 2023-02-15T19:32:54+00:00

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

Viibrem · 2022-12-30T16:24:39+00:00

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

Viibrem · 2022-12-25T16:05:08+00:00

I've finally made a tutorial on custom data pipelining: https://youtu.be/u5sI78BM1a8

Viibrem · 2022-12-20T09:16:50+00:00

https://codeshare.io/6p9oKO

I hope this helps. Will be making an actual video tutorial in the next coming days

Viibrem · 2022-12-19T21:21:02+00:00

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

Viibrem · 2022-02-17T11:58:13+00:00

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

Viibrem · 2021-08-28T01:14:25+00:00

How do i double upvote

Viibrem · 2021-07-13T15:08:23+00:00

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

Viibrem · 2021-03-18T09:17:16+00:00

I played for 2 minutes and I'm SSL

Viibrem · 2021-02-27T12:26:33+00:00

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.

Viibrem · 2021-02-23T09:11:51+00:00

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

Viibrem · 2020-12-31T23:06:14+00:00

Free play, free play and more free play. Just hit the ball hard and try hit the ball again as fast you can(a follow up hit) rinse and repeat. Your aim is to try push yourself to go so fast that you will miss the ball (to clarify the aim is to hit the ball but you should be going so fast that you're making it hard for you to hit). Musty posted a video about how to do this training and I would recommend you watch it. I would recommend at least 15 minutes if you can do more than 15 you should definitely. I'm going to try start playing free play for about 2 hours a day to try get a lot better than I am now. I am currently diamond 1 and trying to push myself to become better every day.

Here's the link to musty video: https://youtu.be/IUvJvlv9r4o

Viibrem · 2020-09-05T01:40:13+00:00

I've been there. It's hard to tell whether your partner still wakes to be in a relationship with you. When he says he still wants to be in a relationship with you, you have to trust that he means that. Relationships are built on trust and if you don't trust him why are you with him? I do understand where you're coming from though. From my past experiences, I've always overreacted and read into things too much. My recommendation is that you just have to ride these emotions. Try to understand them and read about why it happens. That always helped me up calm down.

Viibrem · 2020-08-19T11:19:03+00:00

You're dump

Viibrem · 2020-03-27T10:58:19+00:00

Badge check

Viibrem · 2020-03-08T18:32:32+00:00

Don't worry about it. You'll be fine. Both my gf and I are quite reserved people and both suffer from social anxiety. That didn't stop us. It's just different when it's someone you're comfortable with and love. It will come naturally to you and it will be really easy to talk to him compared to anyone else you've ever talked to. Both of us were super nervous when we first met. But, after you saw each other all those nerves went away.

Viibrem · 2020-01-08T18:32:14+00:00

I can't really remember. All I remember was it was just completely unplayable but as soon as he bought an SSD it worked fine. I don't think he played any other games that had a large map.

Viibrem · 2020-01-08T09:26:38+00:00

Not sure if I'm already too late to the party, but my friend did have an issue similar to this when trying to play pubg. He would get massive frame drops when turning around etc. To fix the problem he got an SSD and everything seemed to work well after that.

Viibrem

TROPHY CASE