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Move zero grads logic at the beginning of train step #2556

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Move zero grads logic at the beginning of train step

Move zero grads logic at the beginning of train step #2556

Run time

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Job Run time
unit_tests_stable_pytorch (3.8)
6m 36s
unit_tests_nightly_pytorch (3.8)
6m 52s
unit_tests_nightly_pytorch (3.9)
6m 5s
19m 33s