Does Your Machine Learning Hardware Matter? | The Hardware Lottery

➡️ Wanna watch this video without ads and see exclusive content? Go to https://nebula.tv/jordan-harrod 👀 Ever think about whether you are using the right machine learning hardware? You probably should. Sign up for my Substack newsletter: https://jordanharrod.substack.com/ Nebula Extended Cut: https://watchnebula.com/videos/jordan-harrod-the-hardware-lottery-extended-cut Twitter - http://twitter.com/jordanbharrod Instagram - http://www.instagram.com/jordanbharrod YouTube and PhD Gear: https://www.amazon.com/shop/jordanharrod My Favorite AI Books: https://bookshop.org/lists/ai-society For business inquiries, contact [email protected] Sources: http://www.cs.toronto.edu/~mvolkovs/ICML2020_tfixup.pdf https://arxiv.org/pdf/1704.04760.pdf https://arxiv.org/pdf/1911.05289.pdf https://arxiv.org/pdf/2010.03058.pdf https://dl.acm.org/doi/10.1145/3317550.3321441 https://arxiv.org/pdf/1911.05248.pdf https://en.wikipedia.org/wiki/Von_Neumann_architecture https://www.nextplatform.com/2019/02/05/the-era-of-general-purpose-computers-is-ending/ https://www.cs.utexas.edu/~fussell/courses/cs352h/papers/moore.pdf https://ieeexplore.ieee.org/document/1050511 https://research.google/pubs/pub49502/