Nvidia’s CUDA Tile examined: AI giant releases programming style for Rubin, Feynman, and beyond — tensor-native execution model lays the foundation for Blackwell and beyond

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This month, Nvidia rolled out what might be one of the most important updates for its CUDA GPU software stack in years. The new CUDA 13.1 release introduces the CUDA Tile programming path, which elevates kernel development above the single-instruction, multiple-thread (SIMT) execution model, and aligns it with the tensor-heavy execution model of Blackwell-class processors and their successors.

By shifting to structured data blocks, or tiles, Nvidia is changing how developers design GPU workloads,…



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Nvidia’s CUDA Tile examined: AI giant releases programming style for Rubin, Feynman, and beyond — tensor-native execution model lays the foundation for Blackwell and beyond


This month, Nvidia rolled out what might be one of the most important updates for its CUDA GPU software stack in years. The new CUDA 13.1 release introduces the CUDA Tile programming path, which elevates kernel development above the single-instruction, multiple-thread (SIMT) execution model, and aligns it with the tensor-heavy execution model of Blackwell-class processors and their successors.

By shifting to structured data blocks, or tiles, Nvidia is changing how developers design GPU workloads,…



Source link

Disclaimer

We strive to uphold the highest ethical standards in all of our reporting and coverage. We StartupNews.fyi want to be transparent with our readers about any potential conflicts of interest that may arise in our work. It’s possible that some of the investors we feature may have connections to other businesses, including competitors or companies we write about. However, we want to assure our readers that this will not have any impact on the integrity or impartiality of our reporting. We are committed to delivering accurate, unbiased news and information to our audience, and we will continue to uphold our ethics and principles in all of our work. Thank you for your trust and support.

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