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Aidan Dakhama

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Jul 2026

CONQuER: Hardware-Aware Mixed-Precision Quantisation with Online-Calibrated Surrogates

Evaluation across mobile and laptop CPUs, and server GPUs demonstrates that optimal quantisation policies are hardware-dependent, so CONQuER shifts quantisation into the compiler pipeline at the TOSA level, enabling intelligent configuration handling based on compiler support.

Aidan Dakhama, Ajitha Rajan · 0 citations

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