COREY maps activation entropy to chunk sizes for SSM kernels, matching static-oracle latency at kernel level with 3.9-4.4x speedups over baselines but adding overhead that prevents end-to-end gains while preserving exact output equivalence.
The W1 reference speedup is the standalone chunk-latency ratio from Table 1 of the main paper (W1 chunked-scan benchmark) for the selected chunk vs
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COREY: Entropy-Guided Runtime Chunk Scheduling for Selective Scan Kernels
COREY maps activation entropy to chunk sizes for SSM kernels, matching static-oracle latency at kernel level with 3.9-4.4x speedups over baselines but adding overhead that prevents end-to-end gains while preserving exact output equivalence.