TMA

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Y COMBINATOR Assertion Supported

Stuart: TMA saturates NVLink on Blackwell using roughly 15 SMs

“So on Blackwell, we find that with roughly 15 SMs out of one 48 TMA is able to saturate the NVLink.”

Stuart (Stu) Jul 29, 2026 ▶ 15:27 Multi-GPU Kernels, Intelligence per Watt, Heterogeneous Inference, and More | YC Paper Club · Y Combinator

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TMA

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