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Software-Defined Stochastic Inference Engine (SDSIE)

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Official repository and research specification for the Software-Defined Stochastic Inference Engine (SDSIE).

📄 Read the Full Research Paper (PDF)

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The SDSIE is a software-defined runtime layer designed to execute generative AI workloads with high energy efficiency on consumer GPU silicon by dynamically shifting precision, temporal execution, and memory states.

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Architectural blueprint and research specification for the Software-Defined Stochastic Inference Engine (SDSIE)—an adaptive runtime framework for low-energy AI inference on consumer hardware.

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