Скачать или смотреть 🚀 Speed up AI 3.12x with CUDA-L1 & Contrastive-RL 🚀 💸 Save costs, speed cycles 🔵

🔰 AI Breakthrough: Introducing CUDA-L1 Framework by DeepReinforce Team 🚀
Boosts GPU power by an average of 3.12x and up to 120x without human intervention
Leverages Contrastive Reinforcement Learning (Contrastive-RL), discovering known optimizations plus hidden tricks overlooked by experts
Three-stage process: learns from CUDA code samples, generates variants, and self-critiques for continuous improvement
🚀 Results:
Substantial speedups on 250 real-world tasks across various hardware architectures
Discovery of a mathematical shortcut delivering over 200% extra compute from the same hardware investment
Faster product cycles, cost savings, energy efficiency, increased model throughput, and reduced dependence on CUDA experts
📝 All optimized code open-sourced for verification and testing
🤔 Implications: Novel approach to AI training in domains beyond natural language.

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