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Torchmetrics usage improvements with classes instead of functionals #2109

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Torchmetrics usage improvements with classes instead of functionals

Torchmetrics usage improvements with classes instead of functionals #2109

Run time

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Job Run time
regular_env - python=3.09 - pytorch=2.0
6m 11s
regular_env - python=3.10 - pytorch=2.0
6m 11s
regular_env - python=3.11 - pytorch=2.0
6m 12s
18m 34s