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jhseu avatar jhseu commented on September 13, 2024

Yes, unfortunately this is a known issue. There's no way to automatically stop parameter servers when the job is done at the moment. I'll ping back on this issue when we have a better solution, but it's not high-priority at the moment.

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yuefengz avatar yuefengz commented on September 13, 2024

It is safe to kill the ps process after your training is done (and your checkpoint is saved as well). Do you have a specific concern?

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yaroslavvb avatar yaroslavvb commented on September 13, 2024

There's a work-around in tensorflow/tensorflow#4713 (comment)

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hustcat avatar hustcat commented on September 13, 2024

Stop ps server gracefully is a requirement when run distributed training with kubernetes batch job. Anyone can write a detail demo base on mnist_replica?

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hustcat avatar hustcat commented on September 13, 2024

I write a demo for MNIST_data, and it seems run OK. See dist_fifo.

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