Been formalizing the math of deep learning in Lean 4 by lowering to MLIR/IREE.
HN user
asparagui
brettkoonce.com
https://brettkoonce.github.io/lean4-mlir/blueprint/
https://github.com/brettkoonce/lean4-mlir
I (w/ Claude) have built a framework for writing neural networks in Lean 4 that compiles to StableHLO MLIR and runs on GPU via IREE.
I was going to call my project that but Claude said that wasn't professional. rip "a delightful mixture of lean"
No, DJI is going to be banned in the US going forward (geopolitics). I am building a NDAA-compliant stack!
Building software to control drones for mapping.
Cool idea! This is a really clever way to demo a real-world circuit!
previous discussion: https://news.ycombinator.com/item?id=41784591
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We are interested in finding engineers who can work on our ML stack. Ideally you have worked with blendshapes and one of our core technologies: C++/mediapipe, Javascript/WASM and Python/Keras. If this sounds like you, fill out this form: https://notionforms.io/forms/engineer-intake-oz9kdq
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Avatars are a reflection of our true selves, allowing people to choose how they present themselves to the world. We combine AI and ML with off-the-shelf hardware to empower 3D content and creativity for artists, fans, and creators. We believe this marriage between art and technology will enable an entirely new set of online experiences. We aim to radically democratize access to these tools and enable a customizable digital presence for a new generation of creators.
We are interested in finding engineers who can work on our ML stack. Ideally you have worked with blendshapes and one of our core technologies: C++/mediapipe, Javascript/WASM and Python/Keras. If this sounds like you, fill out this form: https://notionforms.io/forms/engineer-intake-oz9kdq
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Avatars are a reflection of our true selves, allowing people to choose how they present themselves to the world. We combine AI and ML with off-the-shelf hardware to empower 3D content and creativity for artists, fans, and creators. We believe this marriage between art and technology will enable an entirely new set of online experiences. We aim to radically democratize access to these tools and enable a customizable digital presence for a new generation of creators.
We are excited to announce that we have secured a round of funding and are looking for people to help take us to the next level. Broadly, we are interested in:
* 3D artists intimately familiar with face-rigging and building environments for Unreal/Three.js/Unity
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Avatars are a reflection of our true selves, allowing people to choose how they present themselves to the world. We combine AI and ML with off-the-shelf hardware to empower 3D content and creativity for artists, fans, and creators. We believe this marriage between art and technology will enable an entirely new set of online experiences. We aim to radically democratize access to these tools and enable a customizable digital presence for a new generation of creators.
We are excited to announce that we are part of the Sequoia Arc program and are looking for people to help take us to the next level. Broadly, we are interested in:
* 3D artists intimately familiar with face-rigging and building environments for Unreal/Three.js/Unity
* People who can work on our our ML/AI stack
* Product Designers
More here, https://joinhallway.com/careers/ or email jobs@joinhallway.com directly!Hallway | Remote/Columbia, Missouri, USA | Full-time
joinhallway.com
Avatars are a reflection of our true selves, allowing people to choose how they present themselves to the world. We combine AI and ML with off-the-shelf hardware to empower 3D content and creativity for artists, fans, and creators. We believe this marriage between art and technology will enable an entirely new set of online experiences. We aim to radically democratize access to these tools and enable a customizable digital presence for a new generation of creators.
We are excited to announce that we are part of the Sequoia Arc program and are looking for people to help take us to the next level. Broadly, we are interested in:
* 3D artists intimately familiar with face-rigging and building environments for Unreal/Three.js/Unity
* People who can work on our our ML/AI stack
* Product Design
More here, https://joinhallway.com/careers/ or email jobs@joinhallway.com directly!announcement here: https://aws.amazon.com/blogs/aws/announcing-the-new-aws-comm...
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QuarkWorks | Columbia, Missouri, USA | Full-time | Onsite | Mobile/Backend Developers
We make mobile applications for companies big and small. Chances are, you've already used one of our apps!
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Comparing Rewinding and Fine-tuning in Neural Network Pruning
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not paywalled, try this link: https://rdcu.be/b0mtx
just a naming similarity, the common part is a pun that is a popular google naming scheme, eg. alpha-bet.
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Reach out to the TFRC team for some TPU credit: https://www.tensorflow.org/tfrc
They're definitely interested in people finding creative uses for TPU's and blogging about the process, especially with code!
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As one of those 20 people, I feel like I'm in good company!
Five years is pessimistic. The core library is still in a state of flux, but the team is getting the fundamentals hammered out. Once the foundation is in place, adding higher level apis should be relatively straightforward.
Re: XLA/MLIR, s4tf is actively trying to coordinate with other groups within google. Whatever short term losses there are in time/energy will be paid off down the road when the project can piggyback off other people's progress.
Finally, while the swift evolution process isn't going as quickly as would be desired, the changes needed to merge the tensorflow branch have been identified and are being worked on. It's just a matter of time till the two projects are in sync.
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We make mobile applications for companies big and small. Chances are, you've already used one of our apps!
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