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Can I parallelize just one large layer? #83

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chinmayjog13 opened this issue Jun 6, 2023 · 1 comment
Open

Can I parallelize just one large layer? #83

chinmayjog13 opened this issue Jun 6, 2023 · 1 comment

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@chinmayjog13
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Can I parallelize just one large layer across gpus and keep all other layers the same and work with distributed data parallel?

For example, a regular resnet18 model, which is small enough but the number of classes is 1 million, how do I parallelize just the classification layer?
@RamyaNP
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RamyaNP commented Sep 29, 2023

Hey,
Did you try this? did it work?

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@chinmayjog13 @RamyaNP