How to define the Hilbert space

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Let $I:=[a,b]$ and $L^2_k(X)$ be a Hilbert space over some compact space $X$.

Q: How to define the metric/norm of $L^2(I,L^2_k(X))$?

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$$||r|| =\sqrt{\int_a^b ||r(t)||_2^2 dt }$$