For a company operating at Facebook's scale, with their kind of scrutiny around handling PII, this is unfortunately functionally useless.
For some data types where hashing isn't super effective, and where associative identifying information is attached (such as a user id), a more effective mechanism might be to encrypt the data with a strong random value appended, and decrypt to do the lookup. This would require a correctly provisioned HSM to do properly - the private key secrets should NEVER be exported.
While hashing seems like a good idea, it's actually particularly and deceptively tricky for these kinds of use cases.
(Assuming a GPU takes .001s to do a sha3 hash, which is more than double the actual benchmarks).
I would estimate that a single, high end GPU from the last or current generation could probably chew through it in under a week.