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This was referenced Oct 27, 2026
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This was referenced Oct 27, 2026
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ImageNet training can now require a complete chain of native CPU, corpus, decoder, target-runtime and GPU smoke evidence before full submission. The smoke exercises the exact complete MoT with image/class conditioning, validates active and inactive parameters, all-rank optimizer and RNG state, scheduled validation and sampling, and resource capacity.
The image adapter and five source-data producer components remain byte-identical to the parent. This change adds operational admission and instrumentation; it preserves the model, data transform, noise and loss definitions used for this experiment.
Validation: 580 focused local CPU tests pass, including Python 3.11/3.12 Pillow profiles and a real small Lightning fixture. An independent review verified the sealed publication and 254 preserved scientific files. Production corpus preparation is still running; target-runtime and four-H100 ImageNet validation are not yet certified.