[jira] [Commented] (BEAM-13986) Provide GPU support

["Andy Ye (Jira)" <ji...@apache.org>]

    [ https://issues.apache.org/jira/browse/BEAM-13986?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17518920#comment-17518920 ] 

Andy Ye commented on BEAM-13986:
--------------------------------

We need to test to make sure GPU trained models loaded into both CPU/GPU containers work. Here's some WIP code to test creating cuda state dicts. I need to look more into this.


state_dict = OrderedDict([
('linear.weight', torch.Tensor([[2.0]], device='cuda')),
('linear.bias', torch.Tensor([0.5], device='cuda'))
])
 

> Provide GPU support
> -------------------
>
>                 Key: BEAM-13986
>                 URL: https://issues.apache.org/jira/browse/BEAM-13986
>             Project: Beam
>          Issue Type: Sub-task
>          Components: sdk-py-core
>            Reporter: Andy Ye
>            Priority: P2
>              Labels: run-inference
>
> Pytorch and Tensorflow have GPU trained models. Need to support this in the RunInference classes, and also make sure they get configured in Dataflow.



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