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[skip ci][ci] Reduce GPU shards#11463

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driazati wants to merge 1 commit intoapache:mainfrom
driazati:less_gpu
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[skip ci][ci] Reduce GPU shards#11463
driazati wants to merge 1 commit intoapache:mainfrom
driazati:less_gpu

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More shard rebalancing, while using more GPU shards in experiments reduced CI runtime, in prod these ended up eating all the available GPU capacity and causing queuing delays such that overall runtime was basically the same, but with the added cost of the per-node setup * the extra nodes.

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More shard rebalancing, while using more GPU shards in experiments reduced CI runtime, in prod these ended up eating all the available GPU capacity and causing queuing delays such that overall runtime was basically the same, but with the added cost of the per-node setup * the extra nodes.
@driazati driazati closed this Jun 7, 2022
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