[SPARK-44348][TESTS][PYTHON][FOLLOW-UP] Reduces the memory used in local-cluster tests #41977
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What changes were proposed in this pull request?
This PR is a followup of #41942 that reduces the memory used in tests.
Why are the changes needed?
To reduce the memory used in GitHub Actions test. This is consistent with:
https://github.com/apache/spark/blob/master/python/pyspark/ml/tests/connect/test_parity_torch_distributor.py#L67C55-L67C58
See also #40874
Does this PR introduce any user-facing change?
No, test-only.
How was this patch tested?
Manually ran the tests in my local to verify the change.