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Published 20 hours ago • verified publisher icon tensorflow

LBFGSFunctionOptimizer

Open DirkToewe opened this issue 6 years ago • 1 comments

Description

L-BFGS optimization was a requested feature. This PR offers an LBFGSFunctionOptimizer that allows the optimization for loss functions of type Tensor1D => Scalar. This is however still at least one step away from a training optimizer. Any suggestion as to how to wrap the LBFGSFunctionOptimizer into an LBFGSOptimizer for training is welcome.

Suggestions for test cases and test functions are appreciated as well.

For repository owners only:

Please remember to apply all applicable tags to your pull request. Tags: FEATURE, BREAKING, BUG, PERF, DEV, DOC, SECURITY

For more info see: https://github.com/tensorflow/tfjs/blob/master/DEVELOPMENT.md

This change is Reviewable

DirkToewe avatar Nov 08 '18 23:11 DirkToewe

Waiting for suggestions/requests/review. No more commits will be made until then.

DirkToewe avatar Nov 09 '18 21:11 DirkToewe