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Torchmetrics usage improvements with classes instead of functionals #2100

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Torchmetrics usage improvements with classes instead of functionals

Torchmetrics usage improvements with classes instead of functionals #2100

Run time

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Job Run time
regular_env - python=3.8 - pytorch=2.0
2m 53s
regular_env - python=3.9 - pytorch=2.0
3m 10s
regular_env - python=3.10 - pytorch=2.0
2m 57s
9m 0s