Does it look bad to cancel an interview the day before?

I got an offer from my first choice company, and I already know that there's no chance at all I will accept this offer.

It's only two 45 minute phone calls.

I figure if there's any chance that they'll hold it against me if I apply in the future, then it's more worthwhile to just slog through the interview.

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