Lock the screen on Apple Watch to prevent false touches during workouts.

You can lock your Apple Watch screen, so nothing can accidentally tap the screen, change your metrics, or end your workout. Just firmly press the display and tap Lock.

When you want to end your workout or make changes, firmly press the display again and tap Unlock.

Above information be found here > Use the Workout app on your Apple Watch