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Fix ModelCheckpoint file_exists OOM in DDP #18011

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Fix ModelCheckpoint file_exists OOM in DDP

Fix ModelCheckpoint file_exists OOM in DDP #18011

Run time

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Job Run time
pl-cpu (macOS-14, lightning, 3.12.7, 2.5.1)
14m 2s
pl-cpu (macOS-14, pytorch, 3.12, 2.7)
12m 32s
pl-cpu (macOS-14, lightning, 3.11, 2.3)
11m 59s
pl-cpu (macOS-14, lightning, 3.12.7, 2.4.1)
14m 38s
pl-cpu (macOS-14, lightning, 3.10, 2.1)
10m 59s
pl-cpu (macOS-14, pytorch, 3.12, 2.9)
14m 17s
pl-cpu (macOS-14, pytorch, 3.12, 2.8)
16m 43s
pl-cpu (macOS-14, lightning, 3.11, 2.2.2)
13m 2s
pl-cpu (macOS-14, pytorch, 3.12.7, 2.6)
11m 27s
pl-cpu (ubuntu-22.04, lightning, 3.12.7, 2.5.1)
18m 55s
pl-cpu (ubuntu-22.04, lightning, 3.10, 2.1)
14m 45s
pl-cpu (ubuntu-22.04, pytorch, 3.12, 2.7)
17m 17s
pl-cpu (windows-2022, lightning, 3.10, 2.1)
15m 6s
pl-cpu (ubuntu-22.04, pytorch, 3.12, 2.9)
15m 45s
pl-cpu (ubuntu-22.04, pytorch, 3.12, 2.8)
15m 21s
pl-cpu (ubuntu-22.04, pytorch, 3.12.7, 2.6)
19m 15s
pl-cpu (windows-2022, lightning, 3.12.7, 2.5.1)
18m 45s
pl-cpu (ubuntu-22.04, lightning, 3.11, 2.3)
15m 55s
pl-cpu (windows-2022, pytorch, 3.12.7, 2.6)
17m 49s
pl-cpu (ubuntu-22.04, lightning, 3.12.7, 2.4.1)
20m 13s
pl-cpu (windows-2022, pytorch, 3.12, 2.9)
16m 26s
pl-cpu (windows-2022, lightning, 3.12.7, 2.4.1)
17m 55s
pl-cpu (macOS-14, pytorch, 2.1, oldest)
14m 42s
pl-cpu (ubuntu-22.04, lightning, 3.11, 2.2.2)
15m 36s
pl-cpu (windows-2022, pytorch, 3.12, 2.7)
16m 23s
pl-cpu (windows-2022, pytorch, 3.12, 2.8)
16m 40s
pl-cpu (windows-2022, lightning, 3.11, 2.2.2)
17m 9s
pl-cpu (ubuntu-22.04, pytorch, 2.1, oldest)
17m 24s
pl-cpu (windows-2022, pytorch, 2.1, oldest)
15m 58s
pl-cpu (windows-2022, lightning, 3.11, 2.3)
17m 37s
pl-cpu-guardian
3s
7h 54m 38s