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Establishing a Scalable Sparse Ecosystem with the Universal Sparse Tensor Abstraction

Structured 2:4 sparsity, low-precision tensor cores, and modern toolchains are reshaping inference economics. Here’s how a universal sparse tensor abstraction, portable pipelines, and evolving GPU features connect into a scalable strategy.

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