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DeviceMesh is introduced in torch 2.2, and so trying to import it in torch 2.1 is caused the training code to break. This PR delays its import until it is needed (for hybrid sharding).

Fixes #559

@2015aroras 2015aroras requested a review from dumitrac April 26, 2024 16:03
@2015aroras 2015aroras marked this pull request as ready for review April 26, 2024 16:15
@2015aroras 2015aroras merged commit 295d309 into main Apr 26, 2024
@2015aroras 2015aroras deleted the shanea/delay-device-mesh-import branch April 26, 2024 19:51
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No module named 'torch.distributed.device_mesh'
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