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I'm not sure how tf works under the hood, but my suspicion would be that tf really doesn't like the loop skip. That would mean that you are jumping back in time and it might get very confused.

Tf's default buffer length is 10s, so if you run it for 10s after the start you have now filled the buffer with only consistent data again, which would explain why it works again after 10s.