Animator runs at 60fps, so you can multiply the frame number by 60 to get the milliseconds (ms). 

Also, you can click on the words "FRAMES | SECONDS" near the top-left of the timeline to toggle the units shown in the timeline.

Note: If you switch to milliseconds, the frame actions window will still show the frame number, not the ms.

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