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Add LongestMaxSize for aspect-preserving resize with exact half-up dimension
rounding, optional antialiasing, and shared image/mask geometry. Compose it
with PadIfNeeded for square output without stretching.
Accelerate constant padding for RGB and grayscale images and label masks,
preserving fill values and output pixels.
Renew benchmark evidence, record participant-specific resize rounding, and
fix fingerprint coverage for tensor-output benchmarks.