Tests

move the setting of PYTORCH_CUDA_ALLOC_CONF to the cli rather than train module #5085

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Run time

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Job	Run time
pre-commit	1m 7s
PyTest (3.10, 2.3.1)	6m 52s
PyTest from Source Dist (3.11, 2.4.1)	7m 13s
PyTest (3.11, 2.3.1)	5m 14s
PyTest from Source Dist (3.11, 2.5.1)	5m 48s
PyTest (3.11, 2.4.1)	7m 2s
PyTest (3.11, 2.5.1)	5m 33s
docker-e2e-tests-1st (124, 12.4.1, 3.11, 2.4.1, 1)	28m 42s
docker-e2e-tests (121, 12.1.1, 3.10, 2.3.1, 1, mamba-ssm)	26m 48s
docker-e2e-tests (124, 12.4.1, 3.11, 2.5.1, 1)	27m 36s
	2h 1m 55s