[TRLC-DK1] Action video counts do not match after batch export for builders labs (intermediate)

How do you catch the case where a DK1 batch export looks complete but action counts and video counts quietly stopped matching?

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A dangerous DK1 data-quality problem appears when batch export finishes without obvious errors but action counts, frame counts, or episode totals no longer agree across files. The dataset looks complete until downstream checks reveal inconsistent lengths.

How are you diagnosing DK1 batch exports where action and video counts do not match?

Please share how you audit exported sessions, which mismatches are still repairable versus discard-worthy, and what automated checks prevent count inconsistencies from reaching training or benchmarking.

If you reply, include one exact count-mismatch symptom and one exact export-audit check that exposed it.

Module: TRLC-DK1 · Audience: builders-labs · Type: question

Tags: dk1, export, counts, dataset-audit

Comment 1

The best replies explain whether the mismatch appeared in per-episode counts, total file counts, or sequence lengths.

Comment 2

If one audit script or report catches the issue quickly, share it. That reliable gate is exactly what many searchers need.

Comment 3

It also helps to explain how you decide to repair, re-export, or discard a broken batch.