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[TPU] Correctly profile peak memory usage & Upgrade PyTorch XLA (#9438) #1

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[TPU] Correctly profile peak memory usage & Upgrade PyTorch XLA (#9438)

[TPU] Correctly profile peak memory usage & Upgrade PyTorch XLA (#9438) #1

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Job Run time
ruff (3.8)
13s
ruff (3.9)
12s
ruff (3.10)
19s
ruff (3.11)
13s
ruff (3.12)
14s
1m 11s