Matt White covered a case study on Rakuten's use of #pytorch for #opensource #artificialintelligence
Matt White covered a case study on Rakuten's use of #pytorch for #opensource #artificialintelligence
Registration is open for #PyTorch Conference 2024. Last year's event sold out very quickly. If you're planning to go, register ASAP.
https://email.linuxfoundation.org/first-keynote-speakers-mini-summits-announced-for-pytorch-conference-2024 #artificalintelligence
"It is relatively straightforward to craft a #PyTorch (Pickle) Model that will execute arbitrary code upon loading"
https://www.darkreading.com/cloud-security/critical-bugs-hugging-face-ai-platform-pickle
Listening to the #PyTorch Developer Podcast has taught me a lot about the project. It's a treasure trove of information about the design and inner workings of @pytorch, as well as some bits of history. And it's very well explained in easily digestible pieces.
Thanks a lot @ezyang for keeping up the effort!
#julialang GPU-based ODE solvers which are 20x-100x faster than those in #jax and #pytorch? Check out the paper on how #sciml DiffEqGPU.jl works. Instead of relying on high level array intrinsics that #machinelearning libraries use, it uses a direct kernel generation approach to greatly reduce the overhead.
https://www.sciencedirect.com/science/article/abs/pii/S0045782523007156
Good morning everyone! The #CfP for #EverythingOpen closes this Sunday, November 19, AoE (anywhere on Earth).
We know that means you're probably just starting to write your proposal right now so we wanted to give you the motivation for that last push
If you love #OpenSource, #Linux , #OpenHardware , #RaspberryPi, #esp8266, #OpenScience , #OpenGLAM , #OpenAccess, #OER, #openAI #AI and #ML stuff like #pandas or #PyTorch, then we'd love to see!
The Scala Days Madrid recordings are out! Here's mine about Storch (best watched at 1.25 speed).
The link goes directly to the playlist so you can easily jump to the other talks as well.
https://www.youtube.com/watch?v=ZoJanBS9kw8&list=PLLMLOC3WM2r6ZFhFfVH74W-sl8LfWtOEc
Does anyone know if PyTorch is (or will soon be) available for Bookworm on a RaspberryPi?
Does anyone have experience with ESP-DL? I'm trying to create a simple demo where I train a 2-layer DNN in PyTorch and convert it to ESP-DL code to run on my ESP32S3. If you have any insights, please let me know: https://github.com/espressif/esp-dl/issues/139 #ESP32 #microcontroller #TinyML #pytorch
IBM is making two new, big contributions to #PyTorch "The first enables foundation models with billions of parameters to train efficiently on standard cloud networking infrastructure... have also worked on ways to make checkpointing for AI training considerably more cost-effective"
Well, this was disappointing. Looks like the Darknet port of YOLOv7 performs worse then the old (darknet native) v4 version.
https://github.com/opendatacam/opendatacam/issues/560#issuecomment-1660388307
#PyTorch for WebGPU in browser
Crazy to see how #WebGPU is enabling edge #AI and pushing the boundaries of what you can do in a browser
“I’ve been working on a WebGPU optimized inference and autograd library called webgpu-torch with an API that matches #PyTorch. The goal is to run neural networks in the #browser at speeds comparable to a Linux workstation. […] It’s available on NPM now and works in both the browser and Node.js!”
From: @praeclarum
https://fosstodon.org/@praeclarum@fosstodon.org@fosstodon.org/110395370323401107
Contributions beyond #opensource code: "We are excited to announce the first ever #PyTorch Docathon! The Docathon is a hackathon-style event focused on improving the documentation by enlisting the help of the community." https://pytorch.org/blog/announcing-docathon/ @PyTorch
Explore the latest advances in leading #opensource projects and industry technologies includes #DeltaLake, #MLflow, #PyTorch, dbt, Presto/Trino, DuckDB & much more at #DataAISummit - June 26-29!
Use code is ETLINUX400 (expires June 2) to save $400 off the regular price of the full conference pass.
Register here https://dbricks.co/3lvO1hz