🔥 #AMDlabnotes presents another new article - this time to assist data scientists/ML practitioners get their #PyTorch or #TensorFlow environment up and running on #AMD #GPUs 🔥

Head over to #GPUOpen now to have a read: https://gpuopen.com/learn/amd-lab-notes/amd-lab-notes-pytorch-tensorflow-env-readme/?utm_source=mastodon&utm_medium=social&utm_campaign=amdlabnotes

Graphcore joins PyTorch Foundation as a general member https://www.developer-tech.com/news/2023/sep/07/graphcore-joins-pytorch-foundation-general-member/ #pytorch #ai #ml #python #coding #programming #opensource #news #tech #technology

'LibMTL: A Python Library for Deep Multi-Task Learning', by Baijiong Lin, Yu Zhang.

http://jmlr.org/papers/v24/22-0347.html

#libmtl #mtl #pytorch

Sure, you can buy the whole bundle for $18, but for $1, the 3-book bundle provides the best bang for the buck for the Python programmer who wants to get into AI. The offer’s good for another 16 days, but you know what happens to procrastinators...

#HumbleBundle #books #deals #AI #ArtificialIntelligence #Python #programming #TensorFlow #scikitlearn #PyTorch

https://www.globalnerdy.com/2023/09/02/get-started-with-python-and-ai-with-3-books-for-only-a-dollar/

Road to the Semi-Automatic Classification Plugin v.8 for #QGIS
-updated tool for downloading #NASA Harmonized #Landsat and #Sentinel-2 images, as well as #Copernics Sentinel-2 images.
-unified interface for preprocessing #remotesensing images
-updated classification tool including #machinelearning learning algorithms: Multi-Layer Perceptron, Support Vector Machine, and Random Forest through #scikitlearn and #PyTorch

https://fromgistors.blogspot.com/2023/09/road-to-semi-automatic-classification-images-classification.html

I would like starting #machinelearning

My little goal would be to see if I can predict a program runtime by analysing current log printed so far, and a database of previous complete runs logs.

Any advice on where to start (I know Python code quite well already)

#pytorch vs #tensorflow vs any other advice?

#FML #Imdoingitagain

oh well. I #guess I know at least that at #throttle, I can still navigate

At least it's not #pytorch...

Welp.
See you in a few #hours

#MDX23C is the #slowest model I have ever seen.

Me and my #measly #i7 with a terrible 16gb of ram ( ry3yr.github.io/mypc ):Alcea_LolFace:

(Atleast #pytorch is not bugging me in #uvr5. That installation of standalone mdx23c was hell) #ostripdkpr

Finally I got #StableDiffusion to run on my Linux desktop with GPU acceleration on #amdgpu.

#PyTorch 2.0.1 segfaults after a few seconds. I had to install the nightly version with ROCm 5.6.

Generating 768x768 previews is reasonably fast, but image quality seems worse than the online demo, not sure why. Try sending me your prompts for a comparison.

#Zuckerberg boasts about how #PyTorch ropes developers into Meta's stack, "when there are opportunities to make integrations with products, [so] it’s much easier to make sure that developers and other folks are compatible with the things that we need in the way that our systems work."

Tooling is a relatively obscure issue, primarily debated by developers. A much broader debate has raged over training data - how it is acquired, labeled, sorted and used.

27/

And the source-code is licensed under a homebrewed license cooked up by Meta's lawyers, a license that only glancingly resembles anything from the #OpenSourceDefinition:

https://opensource.org/osd/

Core to Big Tech companies' "open AI" offerings are tools, like Meta's #PyTorch and Google's #TensorFlow. These tools are indeed "open source," licensed under real OSS terms.

23/

If your #pytorch dataloaders are leaking memory in a multithreaded context and crashing your training, the solution is to delete the root dataloader every so often. That will kill and free the child processes.

Props to uptightmoose on the LAION Discord for that.

Intel joins PyTorch Foundation as a ‘Premier’ member https://www.developer-tech.com/news/2023/aug/11/intel-joins-pytorch-foundation-premier-member/ #pytorch #intel #ai #ml #programming #coding #developers #news #tech #technology

No sé cómo solucionar esto y la memoria alcanza

RuntimeError: CUDA out of memory.

#cuda #pytorch #error #memory

I only just today, for the first time, experienced @huggingface and their models, pipelines etc.

Completely new to all this, but holy heck. Having spent some time installing PyTorch and then running one of their pipelines I got my very first result back and holy heck.

I feel... all jittery :-D

And this was all for free. It seems... like it shouldn't be possible.

#MachineLearning #HuggingFace #PyTorch #Python

White #wine and #pytorch leeet's goooo!

#python #coding

Storch progress update:

More ops implementations. Thanks again @davoclavo for your continued contributions.

API ergonomics improvements.

Improved contributors page.

Documentation page for the examples, see screenshot and https://storch.dev/examples.html

Lots of bugfixes.

#Scala #PyTorch #DeepLearning

DockerでPytorch & Jupyter Lab環境を簡単構築する
https://qiita.com/yu-nakasatomi/items/623dab1949f28db03cde?utm_campaign=popular_items&utm_medium=feed&utm_source=popular_items
#qiita #Docker #JupyterLab #PyTorch

PyTorch 2.0 has waaay better MacOS support than before. So much so that I'm able to run Diffusers on my Intel Mac with little to no problems!

#AIArt #PyTorch #Diffusers

The Open MatSci ML Toolkit: A Flexible Framework for Machine Learning in Materials Science

Santiago Miret, Kin Long Kelvin Lee, Carmelo Gonzales, Marcel Nassar, Matthew Spellings

Action editor: Cédric Archambeau.

https://openreview.net/forum?id=QBMyDZsPMd

#pytorch #toolkit #intellabs