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Refactor SpearmanRankCorrelation to native PyTorch and remove SciPy dependency #7141

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Refactor SpearmanRankCorrelation to native PyTorch and remove SciPy dependency

Refactor SpearmanRankCorrelation to native PyTorch and remove SciPy dependency #7141

Run time

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Job Run time
cpu-tests (ubuntu-latest, 3.10, pytorch-nightly)
21m 42s
cpu-tests (ubuntu-latest, 3.13, pytorch-nightly)
20m 31s
cpu-tests (ubuntu-latest, 3.13, pytorch)
20m 38s
cpu-tests (ubuntu-latest, 3.10, pytorch)
21m 32s
cpu-tests (ubuntu-latest, 3.12, pytorch)
22m 51s
cpu-tests (windows-latest, pytorch, 3.11, 1)
12m 3s
cpu-tests (macos-latest, pytorch, 3.11, 1)
22m 59s
cpu-tests (ubuntu-latest, 3.12, pytorch-nightly)
22m 20s
cpu-tests (ubuntu-latest, 3.11, pytorch-nightly)
36m 4s
cpu-tests (ubuntu-latest, 3.11, pytorch)
21m 48s
3h 42m 28s