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Extend estimator.evaluate() to support event handlers #16971
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leezu
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Dec 5, 2019
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@leezu - do you also want this in 1.6? I'm cherry-picking the other stuff, might as well take this since it is merged. |
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@ptrendx, yes, that would be great |
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Dec 11, 2019
* fix unittest failures for the new api interface * Add comments in the code for readability * Remove unused argument val_metrics * merge changes with the master branch * fix some regression errors * fix bugs introduced in the merging phase
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* Include eval_net the validation model in the gluon estimator api (#16957) * Include eval_net the validation model in the estimator api * fix small issue * Extend estimator.evaluate() to support event handlers (#16971) * fix unittest failures for the new api interface * Add comments in the code for readability * Remove unused argument val_metrics * merge changes with the master branch * fix some regression errors * fix bugs introduced in the merging phase * Add support of plug and play fit_batch and evaluate_batch (#16982) * Add support of plug and play fit_batch and evaluate_batch * Add check for the validity of the estimator model * Rename estimator model as batch processor * Remove unused import * Add documentation of the batch processor class * refine the documentation of the batch processor * Fix merge bugs * fix bugs introduced during merge * fix sanity check failures * fix CI bugs * Fix Gluon Estimator nightly test (#17042)
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Description
Motivated by the issue #16959, we find that we could use existing
LoggingHandlerandMetricHandlerfor validation purpose. We extendestimator.evaluate()to support default and customized handlers. Our contributions can be summarized below:Fix #16959.