AskUbuntuUbuntu 24.04 - init process extremely high RAM usage #2404 #memoryusage #init #kubernetes
aicoder#AIEngineering #memoryusage #cheatsheet #bestpractice
https://machinelearningmastery.com/3-ways-to-speed-up-model-training-without-more-gpus/
3 Ways to Speed Up Model Training Without More GPUs - MachineLearningMastery.com
Most training jobs run slower than they need to, not because the GPU is weak, but because it isn’t being used efficiently. This article shows three proven ways to speed up model training without adding more GPUs.
DanStafford
eicker.news ᳇ tech news#Huawei’s Computing Systems Lab introduced #SINQ, an #opensource #quantisationmethod for large language models (#LLMs). SINQ reduces #memoryusage by 60-70% without sacrificing output quality, enabling models to run on less powerful #hardware. The technique, available on GitHub and Hugging Face, uses #dualaxisscaling and #SinkhornKnopp-style #normalisation for improved performance. https://venturebeat.com/ai/huaweis-new-open-source-technique-shrinks-llms-to-make-them-run-on-less?eicker.news #tech #media #news
Rihards Olups
TobyI’m working on a project that has some memory issues with their jobs.
Used a memory profiler, one job made just over 1,000,000,000 memory allocations (billion, with a b!)
I’ve my work cut out, but I think I’m gonna learn a tonne about memory best practice
Matt WillemsenResearchers show classical computers can keep up with, and surpass, their quantum counterparts
https://phys.org/news/2024-02-classical-surpass-quantum-counterparts.html #QuantumComputing #ClassicalComputing #speed #MemoryUsage #InformationLoss #algorithm #TensorNetwork
https://phys.org/news/2024-02-classical-surpass-quantum-counterparts.html #QuantumComputing #ClassicalComputing #speed #MemoryUsage #InformationLoss #algorithm #TensorNetwork
Researchers show classical computers can keep up with, and surpass, their quantum counterparts
Quantum computing has been hailed as a technology that can outperform classical computing in both speed and memory usage, potentially opening the way to making predictions of physical phenomena not previously possible.
ITF Tech LtdGoogle Chrome has a new feature that tells you exactly how much memory the websites you visit are using up. Why's this so great? It stops your PC or laptop from unexpectedly slowing down. Woo hoo!
#GoogleChrome #MemoryUsage #NewFeature https://www.digitaltrends.com/computing/google-chrome-memory-usage/#google_vignette
