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@lijialin03
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For paddle backend:

  1. add mfnn net
  2. add regularization for fnn net
  3. add l1/l2 regularizer
  4. add sgd/rmsprop/adamw
  5. support examples in examples/function/

For others:

  1. refactor regularizer to be compatible with multiple backends

Comparison of results(tf vs paddle):
dataset.py
imageimage

func_uncertainty.py
image截屏2024-11-27 16 08 40

func.py
imageimage

mf_dataset.py
imageimage

mf_func.py
imageimage

@lijialin03 lijialin03 changed the title Backend paddle: add mfnn net; add regularizer; add optimizers; Backend paddle: add&modify nets; add regularizer; add optimizers; Nov 27, 2024
@lijialin03 lijialin03 force-pushed the master branch 2 times, most recently from 0aa17df to 9a77b15 Compare November 27, 2024 08:45
@lululxvi
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There are many modifications. I suggest to make a few PRs so that it is easy to review and merge.

@lijialin03
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lijialin03 commented Nov 28, 2024

There are many modifications. I suggest to make a few PRs so that it is easy to review and merge.

Ok, I split this PR into:
#1894
#1895
#1896
#1897

@lululxvi
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Should we close this?

@lijialin03
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Should we close this?

Yes, it should be closed. Or it can be used as a list, which means it could be closed until the split PRs are merged.

@lululxvi lululxvi closed this Dec 18, 2024
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2 participants