The video axes

A decoded clip is (T, H, W, C) — time × height × width × channels. Batch it and you get (N, T, H, W, C), order 5.

Read it as a sentence and it stops being cryptic. Every one of those five letters answers a question, and T is the one that behaves differently from all the others: its order is information, not bookkeeping.