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Add max_scalarized to ScalarizedAcquisition.

This is so that we include our labels (i.e. previous points) into our scalarization acquisition, so that we compute the total hypervolume (with previous points).

This is so that we include our labels (i.e. previous points) into our scalarization acquisition, so that we compute the total hypervolume (with previous points).

PiperOrigin-RevId: 651116372
@copybara-service copybara-service bot merged commit 3bc353a into main Jul 10, 2024
@copybara-service copybara-service bot deleted the test_651089571 branch July 10, 2024 19:36
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