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The Simplex Algorithm, Mathematical Details!!!

The Simplex Algorithm, Mathematical Details!!!

We're going to find the optimal solution one row at a time. Stack Quest. Hello, I'm Josh Starmer and welcome to Stat Quest. Today we're going to talk about the simplex algorithm and we're going to go through the mathematical details. This stack quest is brought to you by the…

YouTube — StatQuest AI
Reinventing Entropy | Compression is Intelligence Part 1

Reinventing Entropy | Compression is Intelligence Part 1

[Submit subtitle corrections at criblate.com] When you encode text into binary, it's often nice to use as little data as possible, so you might naturally wonder, is there some kind of fundamental limit on how efficiently text can be compressed? The default encoding with ASCII is…

YouTube — 3Blue1Brown
Optimizing Mixture of Experts LLM inference on ARM CPUs

Optimizing Mixture of Experts LLM inference on ARM CPUs

Hi, I'm Majid from Intel Research India, and I'm excited to be speaking at PyTorch Conference North America this October. I'll be talking about efficient mixture of experts LLM inference on using VLLM and OpenVINO, and how we can efficiently run these models on ARM CPUs. If…

YouTube — PyTorch Official
Extending TorchInductor with FlyDSL: A New MLIR-Native Backend for High-Performance GEMMs

Extending TorchInductor with FlyDSL: A New MLIR-Native Backend for High-Performance GEMMs

Здравствуйте, я Лиз Ли из AMD. >> Здравствуйте, я Джек Хуай из AMD. >> Современные рабочие нагрузки ИИ зависят от растущего спектра специализированных ядер GPU, и ни один бэкенд генерации ядер не является оптимальным для всех форм операторов и архитектур. Мы исследуем эту…

YouTube — PyTorch Official
Project Vaani

Project Vaani

- In India, we've got 1,300+ languages. There's a saying here, every mile the taste of water changes and every four miles the language changes. - If you travel from one state to another, even one district to another district, you find it difficult to communicate. What will…

YouTube — Google Research
Language AI at Google

Language AI at Google

- Language is core to what it means to be human. It's how we make sense of the world around us and how we relate to one another. It's an expression of identity. Language is not only how we communicate with one another, it's also how we communicate with technology. And while most…

YouTube — Google Research