torchcompiled: slower diffusion training likely stems from extra gradient noise

torchcompiled · x · 2026-11-12

Continuing the TPP metric discussion, torchcompiled notes that diffusion genuinely does train slower, which he attributes to gradient noise beyond regular mini-batch sample noise — specifically the extra sampling of timestep t and eps/noise per sample.

Related event: Researchers debate TPP as a training metric for diffusion models(3 posts)→

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