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Add unsharded module reference to sharded modules #2901
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This pull request was exported from Phabricator. Differential Revision: D73407830 |
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Summary: Adding a simple unsharded module reference to sharded modules. This will be used in Dynamic Sharding by `DistributedModelParallel` to reshard an already-sharded_module. As DMP is created with only one-way relationship in mind, accessing the unsharded module type will help determine which sharder to use in 'resharding'. Differential Revision: D73407830
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This pull request was exported from Phabricator. Differential Revision: D73407830 |
aporialiao
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Summary: Adding a simple unsharded module reference to sharded modules. This will be used in Dynamic Sharding by `DistributedModelParallel` to reshard an already-sharded_module. As DMP is created with only one-way relationship in mind, accessing the unsharded module type will help determine which sharder to use in 'resharding'. Most of the changes here are simply to add in the property in where ShardedModule or it's wrapper ShardedEmbeddingModule is used. Differential Revision: D73407830
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This pull request was exported from Phabricator. Differential Revision: D73407830 |
aporialiao
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to aporialiao/torchrec
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Apr 23, 2025
Summary: Adding a simple unsharded module reference to sharded modules. This will be used in Dynamic Sharding by `DistributedModelParallel` to reshard an already-sharded_module. As DMP is created with only one-way relationship in mind, accessing the unsharded module type will help determine which sharder to use in 'resharding'. Most of the changes here are simply to add in the property in where ShardedModule or it's wrapper ShardedEmbeddingModule is used. Differential Revision: D73407830
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This pull request was exported from Phabricator. Differential Revision: D73407830 |
Summary: Pull Request resolved: pytorch#2901 Adding a simple unsharded module reference to sharded modules. This will be used in Dynamic Sharding by `DistributedModelParallel` to reshard an already-sharded_module. As DMP is created with only one-way relationship in mind, accessing the unsharded module type will help determine which sharder to use in 'resharding'. Most of the changes here are simply to add in the property in where ShardedModule or it's wrapper ShardedEmbeddingModule is used. Differential Revision: D73407830
This pull request was exported from Phabricator. Differential Revision: D73407830 |
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Summary:
Adding a simple unsharded module reference to sharded modules. This will be used in Dynamic Sharding by
DistributedModelParallel
to reshard an already-sharded_module.As DMP is created with only one-way relationship in mind, accessing the unsharded module type will help determine which sharder to use in 'resharding'.
Differential Revision: D73407830