import tensorflow as tf

x = tf.constant(10.0)

with tf.GradientTape() as tape:
    tape.watch(x)
    y = x ** 2

dx = tape.gradient(y, x)

f"y = {y}, dy/dx = {dx}"

y = 100.0, dy/dx = 20.0