Simplify working with optimizer variables #352
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juliabeliaeva
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It's an interesting proposal, but I need a time to estimate the power of this refactoring, give me a couple of days here to trace all the code routes in refactored optimizers |
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@zaleslaw I don't think this refactoring should be included into the 0.4 so there is really no rush with the review. |
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If you suppose to postpone it, I suggest marking it with the 0.5 milestone |
Create optimizer variables directly at the place they are used.
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This PR deals with optimizer variables created by the
createSlotfunction. Instead of creating variables in theOptimizer#createSlots, putting them to the special map only to retrieve in theapplyGradients, which is called directly after, variables are created immediately before usage.