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multi-gpu support#22

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alexandrosstergiou wants to merge 1 commit intoNVlabs:masterfrom
alexandrosstergiou:master
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multi-gpu support#22
alexandrosstergiou wants to merge 1 commit intoNVlabs:masterfrom
alexandrosstergiou:master

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@alexandrosstergiou
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Thank you very much for providing the code implementation!

I have made some adjustments to the DeepInversionFeatureHook and DeepInversionClass in deepinversion.py, to enable multi-gpu support. In this version, the r_feature loss on each device is summed together to compute the total loss -- mean also works but I found that it required some adjustments to the lr.

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