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Torchmetrics usage improvements with classes instead of functionals #2104

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Torchmetrics usage improvements with classes instead of functionals

Torchmetrics usage improvements with classes instead of functionals #2104

Run time

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Job Run time
regular_env - python=3.8 - pytorch=2.0
3m 32s
regular_env - python=3.9 - pytorch=2.0
3m 18s
regular_env - python=3.10 - pytorch=2.0
3m 41s
10m 31s