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Fix shifted audio-to-audio schedules across backends - #94

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Fix shifted audio-to-audio schedules across backends#94
ryanontheinside wants to merge 1 commit into
Stability-AI:mainfrom
ryanontheinside:fix/a2a-monotonic-schedule-current-main

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@ryanontheinside

@ryanontheinside ryanontheinside commented Aug 3, 2026

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opened by rogue agent. reviewing.

Warp the normalized [1 -> 0] grid before scaling by sigma_max so
reference, MLX, and TensorRT schedules stay monotonic and aligned with
the init-audio mix. Full-noise generation at sigma_max=1 is unchanged.

This rebases the correction originally authored by CJ Carr on the
Stability-AI/sa3-a2a-monotonic-schedule branch (1a5d43a) onto current
main and adds focused reference-sampler regression tests.

Co-authored-by: CJ Carr <emperorcj@gmail.com>
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