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New callback interface for training visualization. #3849

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merged 5 commits into from Nov 25, 2016

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kevinthesun
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Neural style transfer notebook example of (refactored) live notebook charting.

Trivial notebook to run train_cifar10 working.

notebook structure in place for live charting.
Needs module cb change.

Module callbacks almost working. Epoch numbers NaN

Module / CNN example for notebook charts.

CIFAR10 training notebook for module works again.

Matching callback code to notebook.

Add new notebook

Small fix

Change notebook name

Clean merge

Small bug fix

Import cleaning

@kevinthesun kevinthesun force-pushed the SimplifyInterface branch 2 times, most recently from 2790dcf to 6b1c273 Compare November 17, 2016 22:07
@piiswrong
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@leopd Could you separate doc from code changes?

@kevinthesun kevinthesun force-pushed the SimplifyInterface branch 2 times, most recently from 66e42f5 to 01b73df Compare November 18, 2016 00:13
@kevinthesun
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Doc change shouldn't appear in this branch. I'll fix that.

@piiswrong
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LGTM
Please fix lint and we can merge

Neural style transfer notebook example of (refactored) live notebook charting.

Trivial notebook to run train_cifar10 working.

notebook structure in place for live charting.
Needs module cb change.

Module callbacks almost working.  Epoch numbers NaN

Module / CNN example for notebook charts.

CIFAR10 training notebook for module works again.

Matching callback code to notebook.

Add new notebook

Small fix

Change notebook name

Clean merge

Small bug fix

Import cleaning

Update with master

Point submodule to newest

Clean import statement for notebook

Fix callback function error

Seperate doc

Fix pylint

More cleaning
@piiswrong
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@leopd I'm merging this first but we need some tutorials on how to use this

@piiswrong piiswrong merged commit c6db878 into apache:master Nov 25, 2016
@leopd
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leopd commented Nov 25, 2016

There's one example of how to use it in https://github.com/dmlc/mxnet/blob/master/example/module/train_cifar10.ipynb
Agree we should better document it with more examples. I'll do that after NIPS.

@lxn2
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lxn2 commented Dec 2, 2016

Just a note that lint fails for callback.py when no pandas is installed. It would be useful to have dependencies listed in the documentation and maybe the installation scripts.

@kj-ki kj-ki mentioned this pull request Jan 15, 2017
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4 participants