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LaurentMazare avatar LaurentMazare commented on May 29, 2024

I imagine that you're creating one VarStore per device. In this case writing to a file certainly doesn't sound optimal to synchronise them.
You could imagine copying the tensors returned by VarStore::trainable_variables but there are no guarantees on the order so this would be a bit fragile. When I get a chance I'll add a VarStore::copy function that would make the copy in a more robust way, this should not be very difficult.

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LaurentMazare avatar LaurentMazare commented on May 29, 2024

I just added a function vs.copy(&src) that should modify all the values from vs by copying the associated value in src. This returns an error if the name doesn't appear in src.

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jerry73204 avatar jerry73204 commented on May 29, 2024

Nice. It happens that I implement my own copy in the same time. I will adopt your more cleaner code.

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