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TensorCircuit-NG vs cuQuantum on H200: JIT compilation beats the "magic GPU library" assumption

NVIDIA cuQuantum has a strong reputation as the natural high-performance baseline for GPU quantum simulation. That reputation is understandable: cuQua…

pythongpucuda
Dev.to Jun 7, 2026, 02:02 UTC
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Where Tensor-Parallel Inference Hits the NVLink Wall

Where tensor-parallel inference hits the NVLink wall 2026-05-31 · GPU / distributed systems Tensor parallelism splits each layer across GPUs, so every…

cudagpumachinelearningperformance
Dev.to May 31, 2026, 15:11 UTC

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