driazati opened a new pull request, #11463:
URL: https://github.com/apache/tvm/pull/11463

   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.
   
   Thanks for contributing to TVM!   Please refer to guideline 
https://tvm.apache.org/docs/contribute/ for useful information and tips. After 
the pull request is submitted, please request code reviews from 
[Reviewers](https://github.com/apache/incubator-tvm/blob/master/CONTRIBUTORS.md#reviewers)
 by @ them in the pull request thread.
   


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