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create separate emergency ckpt directories for each process #1281

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keshavb96
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Running Maxtext with local/emergency checkpointing and 1 process per GPU leads to a duplicate directory runtime error currently. This is because the local_checkpoint_dir is only unique per node, and when running with one process per GPU, all processes on a node attempt to write to the same local checkpoint.

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