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[Update] Print training log in rank0 #1296

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@shijungg shijungg commented Nov 21, 2024

Now the training log is printed in rank_last, it's not friendly to users if they change the amount of GPU node.

For example, a multi-node training job has master-0, worker-0, worker-1...
If we use 32 node(8 gpus each), we need to find the training log in worker-30.
Next time we use 64 node(8 gpus each), we need to find the training log in worker-62.

So print training log in rank0 is more friendly, we can just find the training log in master-0, no mater how many nodes we use for training.
Thanks.@jaredcasper @jon-barker

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