Fused Kernel

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Fused GPU kernels cannot eliminate inter-GPU communication in tensor parallelism
“Well, I mean, like a fused kernel can't save you. Like here with the tensor parallelism, you're the half, the matrix is one GPU and the other half is on another. And if I need the entire matrix in order to do like a non-linear operation on the next step, which…”
Ali Taha Aug 3, 2026 ▶ 57:38 Next 100x in AI: Inference, Networking, & Self-Optimizing Models — Philip Kiely & Ali Taha, Baseten

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