Time period of a pendulum is given by: T=2πgL
When the pendulum is taken into a mine, we are going towards earth's centre. As we go deep, the value of gravity decreases as:
g′=g(1−Rd)
So g decreases, the values of time period increases.
Implies, the pendulum takes more time to complete one full swing. Hence the clock loses time.