The Hidden Side of AI Nobody Talks About...
The article discusses the complexities of modern Artificial Intelligence beyond just model training. It highlights the importance of hardware, particularly GPUs, in performing the necessary computations for AI. Additionally, it emphasizes the challenges of data movement and the need for optimization tools to enhance AI performance.
- ▪Modern Artificial Intelligence involves various systems working together, not just model training.
- ▪GPUs are crucial for AI as they can perform thousands of math operations simultaneously.
- ▪Data movement can be more costly than the computations themselves, impacting AI efficiency.
Opening excerpt (first ~120 words) tap to expand
try { if(localStorage) { let currentUser = localStorage.getItem('current_user'); if (currentUser) { currentUser = JSON.parse(currentUser); if (currentUser.id === 3949149) { document.getElementById('article-show-container').classList.add('current-user-is-article-author'); } } } } catch (e) { console.error(e); } pandagod-001 Posted on May 24 The Hidden Side of AI Nobody Talks About... #ai #computerscience #architecture #learning At first I thought Artificial Intelligence was mainly about networks and training models.. After learning about transformers and other things like GPUs and memory systems and compilers and hardware optimization I realized that modern Artificial Intelligence is actually a huge problem that involves a lot of different systems working together.
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Excerpt limited to ~120 words for fair-use compliance. The full article is at DEV.to (Top).
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